Single AI-person in software firm about to adopt AI, good idea?
I think you should be fine if you are using other people's tried and tested algorithms and have a reasonable understanding of machine learning best practices - how to clean and balance your dataset and how to effectively measure performance. Maybe if you are trying to come up with new algorithms / DNN architectures you will struggle.